The AI Advantage for Data Analysts
A Practical Guide to AI for Data AnalystsBy Miles Draper
Length4h 16m
About this audiobook
You already know SQL and Python. The problem isn't skill—it's the hours lost to messy CSVs, repetitive queries, and dashboards that eat your week. The AI Advantage for Data Analysts shows you how to hand that grunt work to AI without trusting it blindly. Written for working analysts, this practical guide walks you through prompt patterns built for real data, SQL and pandas workflows where AI acts as a pair programmer, and a verification process that catches errors before your stakeholders do. You'll also get an AI-assisted reporting method that turns numbers into narratives, plus a reusable playbook of tested prompts you can apply to any dataset. By the last page, you'll run a complete workflow from raw data to verified insights and a stakeholder-ready report. If you want fewer hours on cleanup and more on analysis, this book is the place to start.
Audiobook details
GenreTechnology
Length4 hrs 16 mins
Narrated byListen with 1,000+ voices
FormateBook with Audio
Publish dateOct 13, 2026
LanguageEnglish
Table of contents
1Introduction
2Why AI Changes the Analyst's Job—and What It Doesn't
3Your AI Toolkit: Choosing and Setting Up the Right Assistant
4The Prompt Patterns That Actually Work on Data
5Cleaning Messy Data Without Losing Your Mind
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6SQL at the Speed of Thought
7Python and Pandas: AI as Your Pair Programmer
8Exploratory Analysis: Asking Better Questions Faster
9Visualization and Dashboarding with an AI Copilot
10From Numbers to Narrative: AI-Assisted Reporting
11Verification: How to Trust AI Output Without Blind Faith
12Automating the Boring Parts: Recurring Reports and Alerts
13Working with Engineers, PMs, and Executives in an AI World
14Your AI Advantage Playbook: Reusable Prompts and Workflows
15The End-to-End Project: Raw Export to Boardroom Deck
16Bringing AI Into Your Existing BI Stack
17Staying Sharp: Evolving Your Skills as AI Tools Change
18About the Author
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